Title :
Ship Detection Using Polarization Cross-Entropy
Author :
Chen, Jiong ; Chen, Yilun ; Yang, Jian
Author_Institution :
Dept. of Electron. Eng., Tsinghua Univ., Beijing, China
Abstract :
In this letter, polarization cross-entropy is introduced based on the eigendecomposition of the polarimetric coherence matrix. Then, the new parameter is employed for ship detection. From experimental results, it is derived that the distribution of the polarization cross-entropy in ocean regions can be well approximated by a generalized exponential distribution. Then, a constant-false-alarm-rate ship-detection method is proposed based on the distribution of the polarization cross-entropy. Using experimental results, the authors demonstrate the effectiveness of the new method in ship detection.
Keywords :
approximation theory; eigenvalues and eigenfunctions; electromagnetic wave polarisation; entropy; exponential distribution; marine radar; radar polarimetry; ships; synthetic aperture radar; approximation theory; eigendecomposition; exponential distribution; false-alarm-rate ship-detection method; ocean region; polarimetric SAR; polarimetric coherence matrix; polarization cross-entropy; Cross-entropy; detection; polarization;
Journal_Title :
Geoscience and Remote Sensing Letters, IEEE
DOI :
10.1109/LGRS.2009.2024224